Using Functional or Structural Magnetic Resonance Images and Personal Characteristic Data to Identify ADHD and Autism

Neurodevelopmental sequelae associated with gray and white matter changes and their cellular basis: A comparison between Autism Spectrum Disorder, ADHD and dyslexia

(2015) M.R. Bennett et al.   INTERNATIONAL JOURNAL OF DEVELOPMENTAL NEUROSCIENCE

From estimating activation locality to predicting disorder: A review of pattern recognition for neuroimaging-based psychiatric diagnostics

(2015) Thomas Wolfers et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

What is the question?

(2015) J. T. Leek et al.   SCIENCE

Diagnostic classification of intrinsic functional connectivity highlights somatosensory, default mode, and visual regions in autism

(2015) Colleen P. Chen et al.   NeuroImage-Clinical

Imaging Functional and Structural Brain Connectomics in Attention-Deficit/Hyperactivity Disorder

(2014) Miao Cao et al.   MOLECULAR NEUROBIOLOGY

Multisite functional connectivity MRI classification of autism: ABIDE results

(2013) Jared A. Nielsen et al.   Frontiers in Human Neuroscience

On the interpretation of weight vectors of linear models in multivariate neuroimaging

(2013) Stefan Haufe et al.   NEUROIMAGE

Extreme Learning Machine-Based Classification of ADHD Using Brain Structural MRI Data

(2013) Xiaolong Peng et al.   PLoS One

Clinical Utility of Machine-Learning Approaches in Schizophrenia: Improving Diagnostic Confidence for Translational Neuroimaging

(2013) Sarina J. Iwabuchi et al.   Frontiers in Psychiatry

Using Support Vector Machine to identify imaging biomarkers of neurological and psychiatric disease: A critical review

(2012) Graziella Orrù et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

The nature of brain dysfunction in autism: functional brain imaging studies

(2010) Nancy J Minshew et al.   CURRENT OPINION IN NEUROLOGY

Tackling the widespread and critical impact of batch effects in high-throughput data

(2010) Jeffrey T. Leek et al.   NATURE REVIEWS GENETICS

Machine learning classification with confidence: Application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression

(2010) Ilia Nouretdinov et al.   NEUROIMAGE

Unbiased average age-appropriate atlases for pediatric studies

(2010) Vladimir Fonov et al.   NEUROIMAGE

Unbiased nonlinear average age-appropriate brain templates from birth to adulthood

(2009) VS Fonov et al.   NEUROIMAGE

A Review of Challenges in the Use of fMRI for Disease Classification / Characterization and A Projection Pursuit Application from A Multi-site fMRI Schizophrenia Study

(2008) Oguz Demirci et al.   Brain Imaging and Behavior